Turn Raw Keyword Data Into a Working Dataset
From Raw Data to a Working Dataset
Import & Normalise
Upload CSVs from any SEO tool. ClusterIQ deduplicates, normalises, and validates your data automatically, so there is no manual cleanup before you start.
Cluster & Structure
ClusterIQ combines TF-IDF, latent semantic analysis, similarity modelling and graph-based clustering to organise related keywords, then adds intent, labels and quality signals you can inspect.
Review, Refine & Use
Review and edit the structure, export the result, or carry the same dataset into site intelligence, forecasting, reporting and downstream workflows.
Structure you can inspect
Reproducible Keyword Clustering
ClusterIQ represents keyword relationships mathematically using lexical and latent semantic signals, then applies similarity and graph-based clustering to create a structured working dataset. The result is inspectable, tunable and reproducible rather than a one-shot generative grouping.
Large keyword sets are difficult to organise consistently by hand, and asking a generative model to invent the structure can be hard to audit. ClusterIQ calculates the structure first while keeping final judgement with the SEO.
- TF-IDF and latent semantic analysisCombines lexical evidence with a reduced semantic representation
- Cluster labels and quality evidenceUnderstand and review the structure without rebuilding it manually
- Customisable clustering parametersFine-tune sensitivity, minimum cluster size, and more
- Bulk processing up to 100k keywordsTurn substantial exports into a working dataset without rebuilding the structure by hand
See what Google sees
Site Intelligence & Topical Authority
Map your entire site's topical coverage against your keyword universe. ClusterIQ identifies content gaps, scores your authority for each topic, and generates data-driven recommendations for what to write, update, or consolidate.
Without a structured view of topical coverage, content decisions can become subjective. Site Intelligence connects keyword relationships to existing coverage so gaps and overlaps can be investigated systematically.
- Interactive topic tree with coverage heatmapDrill down from pillars to subtopics at a glance
- URL-to-topic mapping with gap detectionKnow exactly where you're missing content
- Internal link opportunity suggestionsStrengthen topical clusters with strategic linking
- Content brief generation for gap topicsGo from insight to action in one click
Predict your growth with confidence
Traffic Forecasting & Scenario Builder
Build multiple what-if scenarios, such as 'What happens if we rank #3 for these 50 keywords?', and get month-by-month traffic projections grounded in real CTR curve data. Useful for business cases, budget proposals, and stakeholder reporting.
SEO is one of the hardest channels to forecast. ClusterIQ's scenario builder gives you defensible projections you can present to leadership, transforming SEO from a cost centre to a predictable growth engine.
- Scenario-based traffic modellingCompare conservative, moderate, and aggressive growth paths
- CTR curve projections by positionBased on aggregated click-through data, not assumptions
- Impact scoring by cluster and topicKnow which investments move the needle most
- Exportable reports for stakeholdersBeautiful charts ready for the boardroom
And That's Just the Start
ClusterIQ keeps the core workflow simple: organise the data first, then use deeper analysis only when it helps you make a better SEO decision.
Analysis Assistant
Interrogate project data in plain English while keeping the underlying datasets, clusters and evidence available for inspection.
IQ Manager
Build curated keyword lists, tag priority actions, and track your content pipeline from opportunity to published page in one place.
Content Briefs
Auto-generate SEO-optimised content briefs complete with target keywords, recommended headings, word count guidance, and internal linking suggestions.
Flexible Exports
Export clusters, topics, forecasts, and reports in CSV, XLSX, or PDF. Share with your team, clients, or stakeholders in their preferred format.
Redirect Mapping
When site restructuring is needed, ClusterIQ suggests redirect paths based on topical relevance and link equity, helping reduce traffic loss during migrations.
Enterprise Security
Role-based access control, workspace isolation, and audit logging. Your data stays private and is never shared with other accounts.
SERP Overlap Analysis
Understand which keywords share search results, identifying cannibalisation risks and opportunities to consolidate content for stronger rankings.
Team Workspaces
Collaborate across teams with shared projects, granular permissions, and activity audit trails. Perfect for agencies managing multiple client accounts.
Keep reading
Explore more of the thinking, methodology and practical SEO workflows behind ClusterIQ.
Weighted keyword graphs: combining semantic similarity, entities and SERP evidence
When semantic similarity helps keyword clustering, and when it does not
k-nearest-neighbour graphs vs similarity thresholds for keyword clustering
Work With Your Own Data. Start With One Project
Use the 14-day free trial to turn a real keyword export into a clean, structured working dataset, inspect the result and decide whether ClusterIQ saves you time. Professional is £99/month to continue after the trial.